education-data-source-scorecard

Analyze post-college earnings, debt, and loan repayment rates from College Scorecard data.

226|35|Updated Feb 7, 2026
One-click install
npx skills add https://github.com/DAAF-Contribution-Community/daaf --skill education-data-source-scorecard
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: education-data-source-scorecard
Source: https://github.com/DAAF-Contribution-Community/daaf/tree/main/.claude/skills/education-data-source-scorecard
Command: npx skills add https://github.com/DAAF-Contribution-Community/daaf --skill education-data-source-scorecard

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides detailed information and analysis capabilities for post-college outcomes, including earnings, student debt, and loan repayment rates, using the U.S. Department of Education's College Scorecard data.

Core Features & Use Cases

  • Post-College Outcomes: Analyze earnings, debt levels, and loan repayment/default rates for Title IV federal aid recipients.
  • Data Interpretation: Understand the nuances of Scorecard data, including its limitations regarding Title IV coverage and data suppression.
  • Use Case: A researcher can use this Skill to investigate the median post-graduation earnings for graduates of a specific program at a particular institution, comparing it against national averages and understanding the data's limitations.

Quick Start

Use the education-data-source-scorecard skill to find the median earnings for graduates 6 years after entry for institutions in California.

Frequently Asked Questions about education-data-source-scorecard

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze post-college earnings and student debt using College Scorecard data?

You can analyze post-college earnings and student debt using this Skill to access comprehensive College Scorecard data, facilitating research on educational return on investment and financial success for Title IV federal aid recipients.

What are the limitations of College Scorecard data for post-college outcomes?

Limitations of College Scorecard data include Title IV coverage restrictions, privacy suppression, and data lag, requiring careful interpretation when analyzing post-college outcomes and student financial success.

Can I compare median earnings for graduates of specific programs against national averages?

Yes, you can investigate median post-graduation earnings for specific programs at particular institutions and compare them against national averages while understanding the data's limitations regarding Title IV coverage and privacy suppression.

Does the College Scorecard data cover all students or only federal aid recipients?

College Scorecard data covers only Title IV federal aid recipients, meaning metrics for earnings, student debt, and loan repayment rates apply specifically to this student population rather than all enrolled or graduating students.

How do I find median earnings for graduates 6 years after entry for institutions in California?

You can use this Skill to find median earnings for graduates 6 years after entry for institutions in California by querying College Scorecard data, providing detailed post-college outcomes analysis for Title IV federal aid recipients.